Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 231–240 of 14297 papers

Title	Date	Tasks	Status	Hype
Visualized Text-to-Image Retrieval	May 26, 2025	Image RetrievalQuestion Answering	CodeCode Available	1
REARANK: Reasoning Re-ranking Agent via Reinforcement Learning	May 26, 2025	Data AugmentationInformation Retrieval	CodeCode Available	1
It's High Time: A Survey of Temporal Information Retrieval and Question Answering	May 26, 2025	ArticlesInformation Retrieval	—Unverified	0
GenKI: Enhancing Open-Domain Question Answering with Knowledge Integration and Controllable Generation in Large Language Models	May 26, 2025	Open-Domain Question AnsweringPassage Retrieval	CodeCode Available	0
Modality Curation: Building Universal Embeddings for Advanced Multimodal Information Retrieval	May 26, 2025	Contrastive Learningcross-modal alignment	CodeCode Available	1
DoctorRAG: Medical RAG Fusing Knowledge with Patient Analogy through Textual Gradients	May 26, 2025	Clinical KnowledgeRAG	—Unverified	0
DGRAG: Distributed Graph-based Retrieval-Augmented Generation in Edge-Cloud Systems	May 26, 2025	Answer GenerationKnowledge Graphs	—Unverified	0
MASKSEARCH: A Universal Pre-Training Framework to Enhance Agentic Search Capability	May 26, 2025	Multi-hop Question AnsweringQuestion Answering	CodeCode Available	2
Distill CLIP (DCLIP): Enhancing Image-Text Retrieval via Cross-Modal Transformer Distillation	May 25, 2025	Contrastive LearningImage-text Retrieval	—Unverified	0
Conventional Contrastive Learning Often Falls Short: Improving Dense Retrieval with Cross-Encoder Listwise Distillation and Synthetic Data	May 25, 2025	Contrastive LearningRetrieval	CodeCode Available	0

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All datasets Quora Question Pairs HotpotQA Natural Questions OK-VQA InfoSeek MVK Polyvore PubMedQA PubMedQA corpus with metadata ToolLens คลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	183.53	—	Unverified
2	Elasticsearch	Queries per second	21.8	—	Unverified
3	BM25-PT	Queries per second	6.49	—	Unverified
4	Rank-BM25	Queries per second	1.18	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	20.88	—	Unverified
2	Elasticsearch	Queries per second	7.11	—	Unverified
3	Rank-BM25	Queries per second	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	41.85	—	Unverified
2	Elasticsearch	Queries per second	12.16	—	Unverified
3	Rank-BM25	Queries per second	0.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FLMR	Recall@5	89.32	—	Unverified
2	RA-VQA	Recall@5	82.84	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PreFLMR	Recall@5	62.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP-KIS	text-to-video Mean Rank	30	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP4Outfit	Recall@5	7.59	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	COLT	COMP@	84.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hello	0L	1,121,222	—	Unverified